Triple
T7553271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bourbaki school of mathematics |
E178588
|
entity |
| Predicate | publicationPublisher |
P1759
|
FINISHED |
| Object |
Hermann
Hermann is a French publishing house best known for issuing influential mathematical works, including the foundational texts of the Bourbaki school.
|
E674365
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hermann | Statement: [Bourbaki school of mathematics, publicationPublisher, Hermann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermann Context triple: [Bourbaki school of mathematics, publicationPublisher, Hermann]
-
A.
Hermann
Hermann is a German surname borne by various notable individuals across fields such as philosophy, science, and the arts.
-
B.
Hermann
Hermann is the obsessive, tormented protagonist of Alexander Pushkin’s novella "The Queen of Spades," whose fixation on a secret winning card formula leads to his psychological and moral downfall.
-
C.
Hermann
Hermann Minkowski was a German mathematician best known for developing the geometric formulation of special relativity using four-dimensional spacetime.
-
D.
Hermann
Hermann is a masculine given name of Germanic origin, commonly used in German-speaking countries and historically borne by various notable figures.
-
E.
Günther
Günther is the zoologist who first formally described the impressed tortoise species Manouria impressa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hermann Triple: [Bourbaki school of mathematics, publicationPublisher, Hermann]
Generated description
Hermann is a French publishing house best known for issuing influential mathematical works, including the foundational texts of the Bourbaki school.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermann Target entity description: Hermann is a French publishing house best known for issuing influential mathematical works, including the foundational texts of the Bourbaki school.
-
A.
Hermann
Hermann Minkowski was a German mathematician best known for developing the geometric formulation of special relativity using four-dimensional spacetime.
-
B.
Hermann
Hermann is a German surname borne by various notable individuals across fields such as philosophy, science, and the arts.
-
C.
Hermann
Hermann is the obsessive, tormented protagonist of Alexander Pushkin’s novella "The Queen of Spades," whose fixation on a secret winning card formula leads to his psychological and moral downfall.
-
D.
Hermann
Hermann is a masculine given name of Germanic origin, commonly used in German-speaking countries and historically borne by various notable figures.
-
E.
Günther
Günther is the zoologist who first formally described the impressed tortoise species Manouria impressa.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publicationPublisher Context triple: [Bourbaki school of mathematics, publicationPublisher, Hermann]
-
A.
publisherType
Indicates the classification or category of a publisher in relation to a published work or entity.
-
B.
publisherOfWorkAppearingIn
Indicates that an entity is the publisher responsible for issuing a work in which another specified work appears (e.g., as part of a collection, volume, or compilation).
-
C.
publishingOrganization
chosen
Indicates the organization responsible for issuing or making the referenced work publicly available.
-
D.
publisherAbbreviation
Indicates that one entity is an abbreviated or shortened form of the name of a publisher entity.
-
E.
publisherRole
Indicates the specific function, capacity, or responsibility an entity has in relation to publishing a work or resource.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b8165481908285fc9697fe4c99 |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86151a5a48190a6a53baa54f19293 |
completed | March 28, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69c861d1255881909091426b62bfdd1e |
completed | March 28, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8627e9a6c8190baf4e8bb113845f1 |
completed | March 28, 2026, 11:21 p.m. |
| PD | Predicate disambiguation | batch_69c6f4daad6c8190af2b8ae88d2c8cb7 |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:49 p.m.